Triple
T20323053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Byers Canyon |
E492256
|
entity |
| Predicate | nearProtectedArea |
P350
|
FINISHED |
| Object |
Hot Sulphur Springs State Wildlife Area
Hot Sulphur Springs State Wildlife Area is a Colorado state-managed natural area known for its wildlife habitat, outdoor recreation opportunities, and proximity to the town’s historic hot springs.
|
E1423879
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Hot Sulphur Springs State Wildlife Area | Statement: [Byers Canyon, nearProtectedArea, Hot Sulphur Springs State Wildlife Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hot Sulphur Springs State Wildlife Area Context triple: [Byers Canyon, nearProtectedArea, Hot Sulphur Springs State Wildlife Area]
-
A.
Cheyenne Bottoms Wildlife Area
Cheyenne Bottoms Wildlife Area is a renowned inland wetland complex in central Kansas that serves as a critical stopover habitat for millions of migratory birds along the Central Flyway.
-
B.
Elkhorn Wildlife Area
Elkhorn Wildlife Area is a protected natural habitat in the Elkhorn Mountains managed primarily for wildlife conservation and public outdoor recreation such as hunting, fishing, and wildlife viewing.
-
C.
Willow Creek State Wildlife Area
Willow Creek State Wildlife Area is a protected natural area in southeastern Colorado that offers wildlife habitat conservation and outdoor recreation such as hunting, fishing, and wildlife viewing near the city of Lamar.
-
D.
San Luis State Wildlife Area
San Luis State Wildlife Area is a protected natural area in Colorado known for its wetlands, wildlife viewing, and outdoor recreation opportunities such as birdwatching, fishing, and hunting.
-
E.
Luray Wildlife Area
Luray Wildlife Area is a public natural habitat and recreation area in Russell County, Kansas, known for wildlife viewing, hunting, and outdoor activities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hot Sulphur Springs State Wildlife Area Triple: [Byers Canyon, nearProtectedArea, Hot Sulphur Springs State Wildlife Area]
Generated description
Hot Sulphur Springs State Wildlife Area is a Colorado state-managed natural area known for its wildlife habitat, outdoor recreation opportunities, and proximity to the town’s historic hot springs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hot Sulphur Springs State Wildlife Area Target entity description: Hot Sulphur Springs State Wildlife Area is a Colorado state-managed natural area known for its wildlife habitat, outdoor recreation opportunities, and proximity to the town’s historic hot springs.
-
A.
Cheyenne Bottoms Wildlife Area
Cheyenne Bottoms Wildlife Area is a renowned inland wetland complex in central Kansas that serves as a critical stopover habitat for millions of migratory birds along the Central Flyway.
-
B.
Elkhorn Wildlife Area
Elkhorn Wildlife Area is a protected natural habitat in the Elkhorn Mountains managed primarily for wildlife conservation and public outdoor recreation such as hunting, fishing, and wildlife viewing.
-
C.
Willow Creek State Wildlife Area
Willow Creek State Wildlife Area is a protected natural area in southeastern Colorado that offers wildlife habitat conservation and outdoor recreation such as hunting, fishing, and wildlife viewing near the city of Lamar.
-
D.
San Luis State Wildlife Area
San Luis State Wildlife Area is a protected natural area in Colorado known for its wetlands, wildlife viewing, and outdoor recreation opportunities such as birdwatching, fishing, and hunting.
-
E.
Luray Wildlife Area
Luray Wildlife Area is a public natural habitat and recreation area in Russell County, Kansas, known for wildlife viewing, hunting, and outdoor activities.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0b4a0134081909113563e1c3ba68a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6778d95dc81909b1c87d26b5d3a33 |
completed | April 20, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08612ae0fc8190b71aed985088eb59 |
completed | May 16, 2026, 12:20 p.m. |
| NEDg | Description generation | batch_6a0862c7eaa081909932483432f2fa9a |
completed | May 16, 2026, 12:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08634352288190976327bca8ea3986 |
completed | May 16, 2026, 12:29 p.m. |
Created at: April 16, 2026, 11:20 a.m.